Rasgo

Rasgo is an AI-powered Copilot for your data warehouse, letting teams query and analyze their data through natural-language interfaces while the data stays inside their existing warehouse. The Rasgo AI agent translates data-warehouse metadata into an LLM-friendly form and can be trained on a specific business domain through natural-language notes. It supports Snowflake and BigQuery (with Redshift and Delta Lake via Databricks on the roadmap) and integrates with OpenAI, Anthropic, Gemini, and dbt Cloud. Rasgo also offers a beta HTTP API (Enterprise plans and above) and an official Python SDK, pyrasgo, that grew out of its earlier data feature-engineering product line. Rasgo is backed by Insight Partners.

Rasgo publishes 1 API contract indexed on the APIs.io network: Metadata API. Tagged areas include Company, Data Warehouse, Analytics, Artificial Intelligence, and Natural-Language.

The Rasgo catalog on APIs.io includes 1 Spectral governance ruleset.

Rasgo’s developer surface includes documentation, API reference, getting-started guide, signup flow, changelog, authentication, and 12 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

36.1/100 thin ▬ flat Agent 21/100 agent aware saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 1 Agent Skills

Company Data Warehouse Analytics Artificial Intelligence Natural-Language Snowflake BigQuery Business Intelligence Metadata SQL

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 36.1/100 · thin

Contract Quality 9.1 / 19

Developer Ergonomics 8.8 / 15

Access Clarity 1.0 / 15

Operational Transparency 1.5 / 10

Contract Governance 1.6 / 9

Discoverability 5.5 / 8

Regulatory Posture 2.3 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 21/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)

9 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Access Clarity scores 6.6 — up to +18.7 composite points
Contract Quality scores 48.4 — up to +12.9 composite points
Operational Transparency scores 15.8 — up to +10.9 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/rasgo/apis.yml: open an issue on github.com/api-evangelist/rasgo to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

OpenAPI

measured — observed by APIs.io (published)

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Rasgo Metadata API

Table metadata operations

Open Collections 1

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Rasgo Metadata API

OPEN COLLECTION

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

Attach metadata notes to a Rasgo table

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Rasgo API Rules

52 rules · 50 errors 1 warnings 1 info

SPECTRAL

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Rasgo Authentication

http · 1 scheme

SECURITY

Rasgo Domain Security

TLSv1.3 · HSTS · DNSSEC

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

X-MCPServerCandidate

X-MCPServerCandidate

AgentSkill

AgentSkill

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Conformance

Conformance

Lifecycle

Lifecycle

Build 2

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 2

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

ChangeLog

ChangeLog

Company 1

The organization behind the API

Website

Website

Source (apis.yml)

aid: rasgo
name: Rasgo
description: Rasgo is an AI-powered Copilot for your data warehouse, letting teams query and analyze their data through natural-language
  interfaces while the data stays inside their existing warehouse. The Rasgo AI agent translates data-warehouse metadata into
  an LLM-friendly form and can be trained on a specific business domain through natural-language notes. It supports Snowflake
  and BigQuery (with Redshift and Delta Lake via Databricks on the roadmap) and integrates with OpenAI, Anthropic, Gemini,
  and dbt Cloud. Rasgo also offers a beta HTTP API (Enterprise plans and above) and an official Python SDK, pyrasgo, that
  grew out of its earlier data feature-engineering product line. Rasgo is backed by Insight Partners.
url: https://raw.githubusercontent.com/api-evangelist/rasgo/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://assets.website-files.com/6276a6c8de0316128b0a3844/6276a6c8de03160de50a38c5_rasgo-logo-inverted-rgb.svg
x-type: company
x-source: vc-portfolio
x-backed-by:
- insight-partners
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
x-docs-platform: gitbook
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-04
tags:
- Company
- Data Warehouse
- Analytics
- Artificial Intelligence
- Natural-Language
- Snowflake
- BigQuery
- Business Intelligence
- Metadata
- SQL
tags_raw:
- Company
- Data Warehouse
- Analytics
- Artificial Intelligence
- Natural Language
- Snowflake
- BigQuery
- Business Intelligence
- Metadata
- SQL
apis:
- aid: rasgo:rasgo-metadata-api
  name: Rasgo Metadata API
  description: Table metadata operations
  humanURL: https://docs.rasgoml.com/rasgo-docs/api.md
  baseURL: https://api.rasgoml.com
  tags:
  - Metadata
  properties:
  - type: OpenAPI
    url: openapi/rasgo-metadata-api-openapi.yml
  - type: Authentication
    url: authentication/rasgo-authentication.yml
  - type: Conventions
    url: conventions/rasgo-conventions.yml
  - type: Conformance
    url: conformance/rasgo-conformance.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 11
  pass: local-v1
common:
- type: DomainSecurity
  url: security/rasgo-domain-security.yml
- type: Website
  url: https://www.rasgoml.com/
- type: DeveloperPortal
  url: https://docs.rasgoml.com/
- type: Documentation
  url: https://docs.rasgoml.com/rasgo-docs/readme.md
- type: APIReference
  url: https://docs.rasgoml.com/rasgo-docs/api.md
- type: GettingStarted
  url: https://docs.rasgoml.com/rasgo-docs/set-up-rasgo.md
- type: SignUp
  url: https://app.rasgoml.com/
- type: ChangeLog
  url: https://docs.rasgoml.com/rasgo-docs/whats-new.md
- type: LLMsTxt
  url: llms/rasgo-llms.txt
- type: Packages
  url: packages/rasgo-packages.yml
- type: SDKs
  url: packages/rasgo-packages.yml
- type: Authentication
  url: authentication/rasgo-authentication.yml
- type: Conventions
  url: conventions/rasgo-conventions.yml
- type: Conformance
  url: conformance/rasgo-conformance.yml
- type: Lifecycle
  url: lifecycle/rasgo-lifecycle.yml
- type: ChangeLog
  url: changelog/rasgo-changelog.yml
  name: Rasgo changelog artifact
- type: X-MCPServerCandidate
  url: mcp/rasgo-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: AgentSkill
  url: skills/_index.yml

Rasgo API — frequently asked questions

Does Rasgo have an API?

Yes. APIs.io lists 1 API from Rasgo, including Rasgo Metadata API.

Is there an OpenAPI specification for the Rasgo API?

Yes. APIs.io indexes 1 OpenAPI specification for Rasgo, each linked for download from this page.

How do I authenticate with the Rasgo API?

Rasgo uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Rasgo Authentication.

Is the Rasgo API ready for AI agents?

Rasgo has a Kin Score of 36.1 out of 100 (thin) and an Agent Readiness score of 21.4 (agent-aware), scored by API Evangelist on 2026-11-06.

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